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2020 – today
- 2024
[j23]Qingmin Hou, Guanghua Xiao, Fangmin Xu, Hassan Nasser Eddine:
Research on the hydraulic parameters and leak rate of natural gas flow in natural gas pipelines based on the methods of characteristic line and successive approximation. J. Comput. Methods Sci. Eng. 24(3): 1649-1664 (2024)- [j22]Jingwei Huang
, Donghan M. Yang, Ruichen Rong, Kuroush Nezafati, Colin Treager, Zhikai Chi, Shidan Wang, Xian Cheng, Yujia Guo, Laura J. Klesse, Guanghua Xiao, Eric D. Peterson, Xiaowei Zhan, Yang Xie:
A critical assessment of using ChatGPT for extracting structured data from clinical notes. npj Digit. Medicine 7(1) (2024) - 2023
- [j21]Shidan Wang, Ruichen Rong, Zifan Gu, Junya Fujimoto, Xiaowei Zhan, Yang Xie, Guanghua Xiao:
Unsupervised domain adaptation for nuclei segmentation: Adapting from hematoxylin & eosin stained slides to immunohistochemistry stained slides using a curriculum approach. Comput. Methods Programs Biomed. 241: 107768 (2023) - [j20]Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang, Xiaomin Ge:
Contrastive Learning with Dynamic Weighting and Jigsaw Augmentation for Brain Tumor Classification in MRI. Neural Process. Lett. 55(4): 3733-3761 (2023) - 2022
- [j19]Esteban Fernández, Shengjie Yang, Sy Han Chiou, Chul Moon, Cong Zhang, Bo Yao, Guanghua Xiao, Qiwei Li:
SAFARI: shape analysis for AI-segmented images. BMC Medical Imaging 22(1): 129 (2022) - [j18]Guanghua Xiao, Huibin Wang, Jie Shen, Zhe Chen, Zhen Zhang:
An Adaptive Hierarchical Concatenated Network With A Robust Loss Function For Image Denoising. J. Grid Comput. 20(1): 9 (2022) - 2021
- [j17]Minzhe Zhang, Thomas Sheffield, Xiaowei Zhan, Qiwei Li, Donghan M. Yang, Yunguan Wang, Shidan Wang, Yang Xie, Tao Wang, Guanghua Xiao:
Spatial molecular profiling: platforms, applications and analysis tools. Briefings Bioinform. 22(3) (2021) - [j16]Qiwei Li, Minzhe Zhang, Yang Xie, Guanghua Xiao:
Bayesian modeling of spatial molecular profiling data via Gaussian process. Bioinform. 37(22): 4129-4136 (2021) - [j15]Ling Cai, Hongyu Liu, John D. Minna, Ralph J. Deberardinis, Guanghua Xiao, Yang Xie:
Assessing consistency across functional screening datasets in cancer cells. Bioinform. 37(23): 4540-4547 (2021) - 2020
- [j14]Jiwoong Kim, David E. Greenberg, Reed Pifer, Shuang Jiang, Guanghua Xiao, Samuel A. Shelburne, Andrew Y. Koh, Yang Xie, Xiaowei Zhan:
VAMPr: VAriant Mapping and Prediction of antibiotic resistance via explainable features and machine learning. PLoS Comput. Biol. 16(1) (2020) - [i3]Esteban Fernández Morales, Cong Zhang, Guanghua Xiao, Chul Moon, Qiwei Li:
Discovering Clinically Meaningful Shape Features for the Analysis of Tumor Pathology Images. CoRR abs/2012.04878 (2020) - [i2]Chul Moon, Qiwei Li, Guanghua Xiao:
Predicting survival outcomes using topological features of tumor pathology images. CoRR abs/2012.12102 (2020)
2010 – 2019
- 2019
- [j13]Xue Li, Xinlei Wang, Guanghua Xiao:
A comparative study of rank aggregation methods for partial and top ranked lists in genomic applications. Briefings Bioinform. 20(1): 178-189 (2019) - [j12]Minzhe Zhang, Sangin Lee, Bo Yao, Guanghua Xiao, Lin Xu, Yang Xie:
DIGREM: an integrated web-based platform for detecting effective multi-drug combinations. Bioinform. 35(10): 1792-1794 (2019) - [j11]Minzhe Zhang, Qiwei Li, Donghyeon Yu, Bo Yao, Wei Guo, Yang Xie, Guanghua Xiao:
GeNeCK: a web server for gene network construction and visualization. BMC Bioinform. 20(1): 12 (2019) - 2018
- [j10]Faliu Yi, Lin Yang, Shidan Wang, Lei Guo, Chenglong Huang, Yang Xie, Guanghua Xiao:
Microvessel prediction in H&E Stained Pathology Images using fully convolutional neural networks. BMC Bioinform. 19(1): 64:1-64:9 (2018) - [j9]Donghyeon Yu, Sang Han Lee, Johan Lim, Guanghua Xiao, Richard Cameron Craddock, Bharat B. Biswal:
Fused lasso regression for identifying differential correlations in brain connectome graphs. Stat. Anal. Data Min. 11(5): 203-226 (2018) - [c4]Chenglong Huang, Albert Zhang, Guanghua Xiao:
Deep integrative analysis for survival prediction. PSB 2018: 343-352 - [i1]Shidan Wang, Tao Wang, Lin Yang, Faliu Yi, Xin Luo, Yikun Yang, Adi F. Gazdar, Junya Fujimoto, Ignacio I. Wistuba, Bo Yao, ShinYi Lin, Yang Xie, Yousheng Mao, Guanghua Xiao:
ConvPath: A Software Tool for Lung Adenocarcinoma Digital Pathological Image Analysis Aided by Convolutional Neural Network. CoRR abs/1809.10240 (2018) - 2017
- [j8]Donghyeon Yu, Johan Lim, Xinlei Wang, Faming Liang, Guanghua Xiao:
Enhanced construction of gene regulatory networks using hub gene information. BMC Bioinform. 18(1): 186:1-186:20 (2017) - 2016
- [c3]Xinliang Zhu, Jiawen Yao, Guanghua Xiao, Yang Xie, Jaime Rodriguez-Canales, Edwin R. Parra, Carmen Behrens, Ignacio I. Wistuba, Junzhou Huang:
Imaging-genetic data mapping for clinical outcome prediction via supervised conditional Gaussian graphical model. BIBM 2016: 455-459 - [c2]Xinliang Zhu, Jiawen Yao, Xin Luo, Guanghua Xiao, Yang Xie, Adi F. Gazdar, Junzhou Huang:
Lung cancer survival prediction from pathological images and genetic data - An integration study. ISBI 2016: 1173-1176 - 2015
- [c1]Jiawen Yao, Dheeraj Ganti, Xin Luo, Guanghua Xiao, Yang Xie, Shirley Yan, Junzhou Huang:
Computer-Assisted Diagnosis of Lung Cancer Using Quantitative Topology Features. MLMI 2015: 288-295 - 2013
- [j7]Min Chen, Miao Zang, Xinlei Wang, Guanghua Xiao:
A powerful Bayesian meta-analysis method to integrate multiple gene set enrichment studies. Bioinform. 29(7): 862-869 (2013) - [j6]Rui Zhong, Min Soo Kim, Michael A. White, Yang Xie, Guanghua Xiao:
SbacHTS: Spatial background noise correction for High-Throughput RNAi Screening. Bioinform. 29(17): 2218-2220 (2013) - [j5]Kuang-Chi Tung, Jinsoo Uh, Deng Mao, Feng Xu, Guanghua Xiao, Hanzhang Lu:
Alterations in resting functional connectivity due to recent motor task. NeuroImage 78: 316-324 (2013) - 2012
- [j4]Jeffrey D. Allen, Siling Wang, Min Chen, Luc Girard, John D. Minna, Yang Xie, Guanghua Xiao:
Probe mapping across multiple microarray platforms. Briefings Bioinform. 13(5): 547-554 (2012) - 2011
- [j3]Siling Wang, Yuhang Wang, Yang Xie, Guanghua Xiao:
A Novel Approach to DNA Copy Number Data Segmentation. J. Bioinform. Comput. Biol. 9(1): 131-148 (2011) - [j2]Sina Aslan, Hao Huang, Jinsoo Uh, Virendra Mishra, Guanghua Xiao, Matthias J. P. van Osch, Hanzhang Lu:
White matter cerebral blood flow is inversely correlated with structural and functional connectivity in the human brain. NeuroImage 56(3): 1145-1153 (2011)
2000 – 2009
- 2005
- [j1]Guanghua Xiao, Wei Pan:
Gene Function Prediction by a Combined Analysis of Gene Expression Data and Protein-protein Interaction Data. J. Bioinform. Comput. Biol. 3(6): 1371-1390 (2005)
Coauthor Index
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